How Do You Convert Pixel Number to Wavelength in a CCD Spectrum Analysis?

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Discussion Overview

The discussion revolves around converting pixel numbers to wavelengths in the context of analyzing the spectrum of a planetary nebula using a CCD camera and a diffraction grating. Participants explore the calibration process necessary for interpreting spectral data, particularly focusing on identifying emission lines from hydrogen and oxygen gases.

Discussion Character

  • Exploratory
  • Technical explanation
  • Homework-related

Main Points Raised

  • One participant describes the need to calibrate pixel measurements to wavelengths by identifying spectral lines corresponding to known wavelengths.
  • Another participant mentions that the intensity vs. pixel number graph shows three peaks, with specific emission lines attributed to hydrogen alpha and oxygen III.
  • It is suggested that the dispersion can be calculated as the difference in wavelength divided by the difference in pixel number, requiring identification of the pixel numbers at the peaks of the emission lines.
  • A participant notes the issue of pixel saturation in CCD cameras, which can affect data accuracy by causing bleed into adjacent pixels.

Areas of Agreement / Disagreement

Participants generally agree on the approach to calibrate pixel numbers to wavelengths using known emission lines, but there is no consensus on the specific details of the calibration process or the implications of pixel saturation.

Contextual Notes

Participants mention the need to estimate pixel numbers corresponding to the centers of emission lines, highlighting the importance of accurately identifying these points for calibration. The discussion also notes potential complications from pixel saturation affecting data interpretation.

Who May Find This Useful

Astrophysics students and researchers interested in spectral analysis, CCD imaging, and calibration techniques in observational astronomy may find this discussion relevant.

jaykob_hxc
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Hey Guys,

i'm a first year astrophysics student and i got given this question to answer in a practical report:

Examine the spectrum of the planetary nebula derived from the diffraction grating. You will produce a colour rendering of the spectrum together with a graphical representation of intensity versus pixel number.

The pixel number scale can be replaced by a wavelength scale. Given that some of the bright emission lines are due to excited hydrogen and oxygen gas, determine a conversion between pixel number and wavelength. (Draw a graph showing pixel number on the x-axis and wavelength on the y-axis. The graph should be linear).


now i have a pixel vs intensity graph which appears to have three sharp peaks. I'm not quite sure on what I'm supposed to go from here.

thanks for your responses :)
 
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Welcome to PF jaykob_hxc!

jaykob_hxc said:
Hey Guys,

i'm a first year astrophysics student and i got given this question to answer in a practical report:

Examine the spectrum of the planetary nebula derived from the diffraction grating. You will produce a colour rendering of the spectrum together with a graphical representation of intensity versus pixel number.

The pixel number scale can be replaced by a wavelength scale. Given that some of the bright emission lines are due to excited hydrogen and oxygen gas, determine a conversion between pixel number and wavelength. (Draw a graph showing pixel number on the x-axis and wavelength on the y-axis. The graph should be linear).


now i have a pixel vs intensity graph which appears to have three sharp peaks. I'm not quite sure on what I'm supposed to go from here.

thanks for your responses :)

The diffraction grating disperses the light in such a way that different wavelengths land in different places along a line on the CCD. So you're just calibrating your measurements into meaningful units by finding the scaling between "horizontal position along CCD" and "wavelength." To do this, you have to identify the spectral lines (intensity peaks) in your spectrum. These lines occur at known wavelengths (because they correspond to electron energy-level transitions in various gases that have been measured in labs here on Earth). Therefore, once you have identified the lines, you'll know what the wavelength difference is supposed to be between the line centres of any two adjacent lines. Compare that to the horizontal distance between them, and this gives you your scaling relation (or "calibration factor") between position on the detector and wavelength. Here's a hint for identifying the lines: planetary nebulae consist of gases whose atoms have been excited by energetic photons from a hot central source in the middle of the nebulae. There is a fairly standard set of "nebular emission lines" that results from this excitation. EDIT: and you've already been told that the lines present are probably hydrogen and oxygen emission lines.
 
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thanks for your help cepheid! :)

my lecturer also put this up for anyone who reads this who was also stuck on a simillar question...

If you do a plot of intensity vs pixel number (from the text file for
the spectral profile that you produced in IRIS), you should see three main
peaks.

One of these (I think with the lowest pixel number) will be the zero-order
image of the planetary nebula (which has the catalogue number NGC 6572), and you
don't need to worry with this one in this context.

The two other peaks will be due to hydrogen alpha, and to oxygen III. If the
zero-order image has the lowest pixel number (i.e. x-position) of the three, the
OIII line will be next highest, and the H-alpha line will have the highest pixel
number or x-position.

You will then have a difference in pixel number (difference in x-locations)
corresponding to a difference in wavelength (given that OIII is 5007 Angstroms,
and H-alpha is at 6563 Angstroms).

The dispersion- which is what you're determining- is just (difference in
wavelength)/(difference in pixel number), i.e. XX Angstroms/pixel. (Note that
you need to estimate the pixel number that corresponds to the centre of each
emission line, so probably the pixel number which has the highest intensity, in
each of the OIII and H-alpha emission lines).

For a spectrograph, the dispersion is one of the basic parameters that we need
to know when analysing a spectrum, and using a source which has lines at known
wavelengths (such as a planetary nebula) is one way to calibrate the
spectrograph and its resulting images.

also this link might help.
http://www.physics.adelaide.edu.au/~pmcgee/plaspec.htm

thanks again!
 
Pixel saturation is a problem with all ccd cameras. Once a pixel is saturated, it bleeds into adjacent pixels, which confounds the data.
 

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